TemporAI-MIVDP: Adaptation of MIMIC-IV-Data-Pipeline for TemporAI
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Updated
Dec 14, 2023 - Python
TemporAI-MIVDP: Adaptation of MIMIC-IV-Data-Pipeline for TemporAI
Patient Discharge Classification based on the Hospital Treatment Process (ICPM 2021)
Implementation of the Transformer with Multi-channel attention mechanism and evalutation on the MIMIC-IV
Team Cyan's function toolbox for exploring databases
Towards a CKD (Chronic Kidney Disease) dataset.
For local installation of MIMIC IV on a Windows machine, on Postgresql 13 and using PGAdmin
Code for paper using causal inference to explore the process of weaning ICU patients off of mechanical ventilation.
To transform the MIMIC-IV FHIR dataset into a structured format suitable for analysis by converting its JSON files containing patient, condition, and encounter data into a CSV file that maps patient IDs to condition timestamps. This involves extracting, processing, and merging data to create a comprehensive and analyzable dataset.
SG Healthcare AI Datathon 2021 - acute kidney injury (AKI) patients requiring replacement renal therapy
Descriptive & prescriptive analysis of the effects of Vasoconstrictive medication via MIMIC's database using Targeted Maximum Likelihood Estimation for Causal Inference & ML techniques
[arXiv'24] The official implementation code of LEADER.
Embeddings generation from MIMIC-IV and MIMIC-CXR
mimic4fhir converts data from MIMIC IV database (PostgreSQL) to HL7 FHIR R4 resources or the German Medical Informatics Initiative core data sets.
A CLI tool for extracting event logs out of MIMIC Databases.
Research Methodology Project
Predicting length of stay in hospitals intensive care unit using MIMIC IV
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
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